Senior Embedded Software Engineer (C/C++), Machine Learning
Tasks
- Apply machine learning techniques to products and AI solutions
- Conduct experiments to train and evaluate models
- Deploy AI models on low power accelerator
- Develop and prototype machine learning algorithms models and frameworks
- Develop co-designed machine learning hardware and software solutions
- Develop optimized machine learning software kernels and compiler tools
- Extend training runtime frameworks or model efficiency tools
- Implement individual machine learning operators
- Map machine learning operators to hardware instructions
- Optimize inference efficiency
- Perform quantization
- Plan memory usage
- Schedule operations
- Transform computation graphs
Perks/Benefits
- N/A
Skills/Tech-stack
Android | C# | C++ | Compiler toolchain | Embedded Systems | Graph Transformation | Hardware Architecture | Linux | Machine Learning | Memory planning | Performance optimization | Probability | QNX | Quantization | Scheduling | Statistics
Education
Bachelor of Engineering | Bachelor of Science | Master of Science | PhD
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